📊 Quantization

Model Compression, Neural Networks, Precision Reduction, Efficient Inference

AI hardware reimagined for lower energy use
news.cornell.edu·21h·
Discuss: Hacker News
🔧Hardware Verification
I built an LLM from Scratch in Rust (Just ndarray and rand)
github.com·2d·
Discuss: Hacker News, r/LLM, r/rust
🦀Rust Macros
CLAIRE: A Dual Encoder Network with RIFT Loss and Phi-3 Small Language Model Based Interpretability for Cross-Modality Synthetic Aperture Radar and Optical Land...
arxiv.org·1d
⧗Information Bottleneck
Enhancing Radiographic Disease Detection with MetaCheX, a Context-Aware Multimodal Model
arxiv.org·4h
🏛Digital humanities
Contrastive Learning with Enhanced Abstract Representations using Grouped Loss of Abstract Semantic Supervision
arxiv.org·4h
📊Learned Metrics
Joint AoI and Handover Optimization in Space-Air-Ground Integrated Network
arxiv.org·4h
⏳Time Capsule Networks
The Silent Eraser: Targeted Knowledge Removal for Safer, More Reliable AI
dev.to·1d·
Discuss: DEV
💻Local LLMs
AQUA: Attention via QUery mAgnitudes for Memory and Compute Efficient Inference in LLMs
arxiv.org·1d
💻Local LLMs
FACTORS: Factorial Approximation for Complementary Two-factor Optimization with Risk-aware Scoring
arxiv.org·1d
🧠Machine Learning
Harnessing Optimization Dynamics for Curvature-Informed Model Merging
arxiv.org·1d
🌀Differential Geometry
Quantum Circuits: Seeing the World Through Compositional Eyes by Arvind Sundararajan
dev.to·1d·
Discuss: DEV
⚛️Quantum Circuits
LLMs on a Shoestring: The Dynamic Cache Advantage by Arvind Sundararajan
dev.to·1d·
Discuss: DEV
💨Cache Optimization
CoDiCodec: Unifying Continuous and Discrete Compressed Representations of Audio
arxiv.org·2d
🎧Learned Audio
TimeCluster with PCA is Equivalent to Subspace Identification of Linear Dynamical Systems
arxiv.org·4h
🌊Spectral Clustering
Primed for Performance: Turbocharging Transformers for Time Series Analysis by Arvind Sundararajan
dev.to·17h·
Discuss: DEV
📈Time Series
Defect Chemistry: Automated Compositional Analysis of Amorphous Solid Electrolytes via Dynamic Spectroscopy
dev.to·1d·
Discuss: DEV
🌈Spectroscopy
Gaussian-Plus-SDF SLAM: High-fidelity 3D Reconstruction at 150+ fps
arxiv.org·1d
🏺Computational Archaeology
A Visual Guide to Tuning Gradient Boosted Trees
towardsdatascience.com·1d
🧠Intelligence Compression
M4GN: Mesh-based Multi-segment Hierarchical Graph Network for Dynamic Simulations
arxiv.org·1d
🌀Hyperbolic Geometry
Multilingual Diversity Improves Vision-Language Representations
arxiv.org·1d
📐Geometric Hashing